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Identification

Personal identification

Full name
MARIA MARGARIDA GUERREIRO MARTINS DOS SANTOS CARDOSO

Author identifiers

Ciência ID
3E1B-1DAD-9287
ORCID iD
0000-0001-6239-7283
Education
Degree Classification
2000/12/31
Concluded
 Engenharia de Sistemas (Doutoramento)
Universidade de Lisboa Instituto Superior Técnico, Portugal
1988/12/31
Concluded
 Investigação Operacional (Mestrado)
Universidade de Lisboa Instituto Superior Técnico, Portugal
1983/12/31
Concluded
 Matemática (Licenciatura)
Universidade de Lisboa Faculdade de Ciências, Portugal
Outputs

Publications

Book
  1. Dionísio, J.; Pereira, H.; Cardoso, M.. Comportamentos de procura de informação e compra online. Lisboa, Portugal, Portugal: Confederação do Comércio e Serviços de Portugal. 2012.
    Published
Book chapter
  1. Margarida G. M. S. Cardoso; Ana Alexandra Martins. "The Performance of a Combined Distance Between Time Series". 2022.
    10.1007/978-3-031-12766-3_6
  2. Pinto, I. M. S.; Cardoso, M. G. M. S.. "Measuring the effect of Marketing actions: the role of Matching". In Quantitative Modeling in Marketing and Management, edited by Luiz Moutinho; Kun-Huang Huarng, 491-506. World Scientific, 2015.
    Published
  3. Tavares, S.; Dias, J. G.; Cardoso, M.. "Análise conjunta baseada em preferências vs escolhas. Selecção de uma Escola de Gestão". In Classificação e Análise de Dados. Métodos e Aplicações, edited by Bacelar-Nicolau; H.; F. Sousa; C. Ferreira, 37-48. Lisboa, Portugal: Edição CLAD, 2013.
    Published
  4. Tavares, S.; Dias, J. G.; Cardoso, M.. "Análise conjunta baseada em preferências vs escolhas Seleção de uma Escola de Gestão.". In Classificação e Análise de Dados ? Métodos e Aplicações, 37-48. --, Portugal, 2013.
    Published
  5. Sousa Ferreira, A.; Cardoso, M. G. M. S.. "Evaluating Discriminant Analysis Results". In Advances in Regression, Survival Analysis, Extreme Values, Markov Processes and Other Statistical Applications, 155-162. Berlin, Heidelberg, Germany: Sringer, 2013.
    Published • 10.1007/978-3-642-34904-1_16
  6. Cardoso, M.. "Latent Segments Analysis". In The SAGE Dictionary of Quantitative Management Research, edited by Luiz Moutinho ; Graeme D Hutcheson, 158-160. SAGE Publications Ltd, 2011.
    Published
  7. Cardoso, M.. "Logical Discriminant Models". In 1. The SAGE Dictionary of Quantitative Management Research, edited by Luiz Moutinho ; Graeme D Hutcheson, 163-165. SAGE Publications Ltd, 2011.
    Published
  8. Cardoso, M.. "Data Mining". In The SAGE Dictionary of Quantitative Management Research, edited by Luiz Moutinho ; Graeme D Hutcheson, 71-73. SAGE Publications, 2011.
    Published
  9. Tavares, S.; Cardoso, M.; Dias, J. G.. "Best-Worst: Uma metodologia na avaliação da importância de atributos". In Temas em Métodos em Métodos Quantitativos VI., 0-0. 2009.
    Published
Conference abstract
  1. Martins, A. A.; Vaz, D C.; Silva, T. A. N.; Cardoso, M. G. M. S. ; Carvalho, A.. "An Application of Time Series Clustering Using a Combined Distance". Paper presented in 6th International Conference on Numerical and Symbolic Computation - Developments and Applications (SYMCOMP 2023)., Évora, 2023.
  2. Penela, D. ; Cardoso, M. G. M. S. ; Gregory, A.. "Recognizing cognitive, affective, and sensory aspects in accommodation choice for families of children with ASD and ADHD.". Paper presented in 7th World Research Summit for Hospitality and Tourism. Rosen College of Hosp, Orlando, 2023.
  3. Cardoso, M G M S; Chambel, L.. "A valuation model for lab-grown diamonds". Paper presented in XXX Jornadas de Classificação e Análise de Dados (JOCLAD2023). Viana do castelo, Portugal, April 20-22., 2023.
  4. Cardoso, M. G. M. S. ; Martins,A.A; Lagarto, J.. "The clustering performance of a weighted combined distance between time series". Paper presented in 17th - International Federation of Classification Societies. Classification and Data Science in the Digital Age. IFCS 2022, Porto, 2022.
  5. Silvestre, C.; Cardoso, M. G. M. S. ; Figueiredo, M.. "An MML Embedded Approach for Estimating the Number of Clusters". Paper presented in IFCS 2022: 17th - International Federation of Classification Societies. Classification and Data Science in the Digital, Porto, 2022.
  6. Martins, A. A.;; Lagarto, J. H.; ; Cardoso, M. G. M. S.. "Prices in the electricity Iberian market: a clustering approach". Paper presented in XXVI Meeting of the Portuguese Association of Classification and Data Analysis (JOCLAD 2019), Viseu, 2019.
  7. Marques, S. H.; Cardoso, M. G. M. S.; Ramos, P. A. R.. "Domestic brands in food retail: the consumer perspective". Paper presented in 25th Recent Advances In Retailing And Services Science, EIRASS 2018, Funchal, 2018.
    Published
  8. Cardoso, M. G. M. S.. "Clustering aggregated ordinal data". Paper presented in WORKHOP ON SYMBOLIC DATA ANALYSIS (SDA 2018), --, 2018.
    Published
  9. Fernandes, Dina ; Laureano, L.; Cardoso, M. G. M. S.. "Ai se ela "CAE" Segmentação de empresas alternativa à Classificação Portuguesa de Atividades Económicas". Paper presented in XXV Jornadas de Classificação e Análise de Dados (JOCLAD2018), --, 2018.
    Published
  10. Cardoso, M. G. M. S.; Kastenholtz, Elisabeth; Inácio, Eugénia. "The Development and Internationalization of Rural Tourism in Inland North and Centre Alentejo region: focusing on the Brazilian tourists". Paper presented in XXV Jornadas de Classificação e Análise de Dados (JOCLAD2018), --, 2018.
    Published
  11. Pereira, H.; Cardoso, M. G. M. S.; Dionísio, J.. "Online buying behavior in Technological and Office Products". Paper presented in Shopper Marketing and Pricing Conference, Stockholm, 2014.
    Published
  12. Pereira, H.; Dionísio, J.; Cardoso, M. G. M. S.. "Portuguese online consumer and buying behavior for home products". Paper presented in EIRASS, Philadelphia, 2013.
    Published
  13. Pereira, H.; Cardoso, M. G. M. S.; Dionísio, J.. "Lifestyle Products and Services Online". Paper presented in EIRASS, Philadelphia, 2013.
    Published
Conference paper
  1. Martins, A.F.; Penela, D.; Cardoso, M. G. M. S.. "Ericeira's destination personality". Paper presented in RARCS 2022: 28th Recent Advances in Retailing & Services Science Conference., Baveno, 2022.
  2. Silvestre, C.; Cardoso, M. G. M. S.; Figueiredo, M.A.T.. "A clustering view on ESS measures of political interest: an EM-MML approach". Paper presented in New Techniques and Technologies for Statistics (NTTS) 2017, --, 2017.
    Published
  3. Amorim, M.J.; Cardoso, M.G.M.S.. "Clustering stability and ground truth: Numerical experiments". 2015.
  4. Amorim, M. J.; Cardoso, M. G. M. S.. "Clustering Stability and Ground Truth: Numerical Experiments". Paper presented in Proceedings of the 7th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management, --, 2015.
    Published
  5. Marques, S.; Ana Lindeza; Cardoso, M. G. M. S.. "DO LOYALTY CARDS ENHANCE LOYALTY? A STUDY IN THE PORTUGUESE PHARMACEUTICAL SECTOR". Paper presented in The Portuguese Marketing Conference 15, Porto, 2015.
    Published
  6. Amorim, M. J.; Cardoso, M. G. M. S.. "Paired Indices for Clustering Evaluation - Correction for agreement by chance". Paper presented in ICEIS 2014 - 16th International Conference on Enterprise Information Systems, 2014.
    Published • 10.5220/0004868301640170
  7. Pereira, H.; Cardoso, M. G. M. S.; Pedro Dionísio. "Online Buying Behavior in Technological and Office Products". Paper presented in Shopper Marketing & Pricing Conference Proceedings, --, 2014.
    Published
  8. Silvestre, C. ; Cardoso, M. G. M. S.; Figueiredo, M.A.T.. "Clustering and selecting categorical features". Paper presented in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 2013.
    Published • 10.1007/978-3-642-40669-0_29
  9. Silvestre, C.; Cardoso, M. G. M. S.; Figueiredo, M.A.T.. "Clustering and Selecting Categorical Features". Paper presented in Progress in Artificial Intelligence - Lecture Notes in Computer Science, 2013.
    Published
  10. Marques, S.; Cardoso, M.; Palma, A.. "The impact of environmental factors in satisfaction". Paper presented in 19th EIRASS Recent Advances in Reatiling & Services Science Conference, Viena, 2012.
    Published
  11. Amorim, M. J.; Cardoso, M.. "Clustering cross-validation and mutual information indices". Paper presented in 20th International Conference on Computational Statistics (COMPSTAT 2012), Limassol, 2012.
    Published
  12. Cardoso, M.. "Environmental Factors and Satisfaction in a Specialty Store". Paper presented in EMAC 2012 ? European Marketing Academy 41st Annual Conference, 2012.
    Published
  13. Marques, S.; Cardoso, M.; Palma, A.. "Environmental factors and satisfaction in a specialty store". Paper presented in 41th EMAC Conference, Lisboa, Portugal, Lisboa, 2012.
    Published
  14. Pereira, H.; Trigo, V.; Dionísio, J.; Cardoso, M.; Miranda, N.; Raminhos, R.; Silveira, A.; Seabra, P.. "Video for travel: Determinants of Video Content Usage Relations". Paper presented in International Conference on Social and Technological Development (STED 2012), 2012.
    Published
  15. Martins, Ana; Cardoso, M.. "Avaliação do impacto de escalas alternativas em Multidimensional Scaling Unfolding". Paper presented in Estatística, da teoria prática. Actas do XV Congresso da Sociedade Portuguesa de Estatística, --, 2009.
    Published
  16. Martins, A.A.A.F.; Pinto, Iola; Cardoso, M. G. M. S.. "Avaliação do impacto de escalas alternativas em multidimensional unfolding". Paper presented in Actas do XV Congresso Anual da Sociedade Portuguesa de Estatística, 2008.
    Published
  17. Fonseca, J.R.S.; Cardoso, M. G. M. S.. "Retail clients latent segments". Paper presented in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 2005.
    Published • 10.1007/11595014_35
Edited book
  1. Ferreira, M. A. M.; Menezes, R.; Cardoso, M. G. M. S.. Temas em Métodos Quantitativos 2. Lisboa, Portugal: Edições Sílabo. 2001.
    Published • Editor
Journal article
  1. Martins, Ana Filipa; Penela, Daniela; Cardoso, Margarida G.M.S.. "Understanding the personality of Europe's only world surfing reserve". Consumer Behavior in Tourism and Hospitality 18 2 (2023): 215-227. http://dx.doi.org/10.1108/cbth-05-2022-0115.
    10.1108/cbth-05-2022-0115
  2. Ana Martins; João Lagarto; Hiren Canacsinh; Francisco Reis; Margarida G. M. S. Cardoso. "Short-term load forecasting using time series clustering". Optimization and Engineering (2022): https://doi.org/10.1007/s11081-022-09760-1.
    10.1007/s11081-022-09760-1
  3. Cardoso, M. G. M. S.. "Picturing agreement between clustering solutions using multidimensional unfolding: An application to greenhouse gas emissions data". Journal of the Operational Research Society 71 2 (2020): 195-208. https://doi.org/10.1080/01605682.2018.1549648.
    Published • 10.1080/01605682.2018.1549648
  4. Ana A. Andrade; Cardoso, M. G. M. S.; Lopes, Vitor V.. "Logical rules characterization of online consumer trust". International Transactions in Operational Research (2019): 1-24. https://doi.org/10.1111/itor.12630.
    Published • 10.1111/itor.12630
  5. Marques, A.; Ferreira, A. S.; Cardoso, M. G. M. S.. "Performance of combined models in discrete binary classification". Methodology 13 1 (2017): 23-37. http://econtent.hogrefe.com/doi/abs/10.1027/1614-2241/a000117.
    Published • 10.1027/1614-2241/a000117
  6. Marques, S. H.; Cardoso, M. G. M. S.; Lindeza, A. C. A.. "Do loyalty cards enhance loyalty in the pharmaceutical sector?". Journal of Relationship Marketing 16 2 (2017): 143-162. http://www.tandfonline.com/doi/abs/10.1080/15332667.2016.1242398.
    Published • 10.1080/15332667.2016.1242398
  7. Pereira, H. G.; Cardoso, M.; Dionísio, P.. "The determinants of website purchases: the role of e-customer loyalty and word-of-mouth". International Journal of Electronic Marketing and Retailing 8 2 (2017): 136-156. http://www.inderscience.com/jhome.php?jcode=ijemr.
    Published • 10.1504/IJEMR.2017.10006409
  8. Marques, A.; Ferreira, A. S.; Cardoso, M. G. M. S.. "Combining models in discrete discriminant analysis". International Journal of Data Analysis Techniques and Strategies 8 2 (2016): 143-160. http://www.inderscience.com/offer.php?id=77483.
    Published • 10.1504/IJDATS.2016.077483
  9. Amorim, M. J.; Cardoso, M. G. M. S.. "Comparing clustering solutions: the use of adjusted paired indices". Intelligent Data Analysis 19 6 (2015): 1275-1296. http://content.iospress.com/articles/intelligent-data-analysis/ida782.
    Published • 10.3233/IDA-150782
  10. Baudry, J.-P.; Cardoso, M. G. M. S.; Celeux, G.; Amorim, M. J.; Ferreira, A. S.. "Enhancing the selection of a model-based clustering with external categorical variables". Advances in Data Analysis and Classification 9 2 (2015): 177-196. http://link.springer.com/article/10.1007%2Fs11634-014-0177-3.
    Published • 10.1007/s11634-014-0177-3
  11. Amorim, M. J.; Cardoso, M. G. M. S.. "Clustering stability and ground truth: numerical experiments". International Journal of Artificial Intelligence and Knowledge Discovery 5 4 (2015): 27-33. http://www.journals.rgsociety.org/index.php/ijai/article/view/728.
    Published
  12. Silvestre, C.; Cardoso, M. G. M. S.; Figueiredo, M.. "Feature selection for clustering categorical data with an embedded modeling approach". Expert Systems 32 3 (2015): 444-453. http://onlinelibrary.wiley.com/doi/10.1111/exsy.12082/abstract.
    Published • 10.1111/exsy.12082
  13. Matos, D.; Marques, N. C.; Cardoso, M. G. M. S.. "Stock market series analysis using self-organizing maps". Revista de Ciências da Computação 9 9 (2014): 79-90. http://lead.uab.pt/OJS/index.php/RCC/article/view/72.
    Published
  14. Marques, S.; Cardoso, M.; Palma, A.. "Environmental factors and satisfaction in a specialty store". International Review of Retail, Distribution and Consumer Research 23 4 (2013): 456-474. http://www.tandfonline.com/doi/abs/10.1080/09593969.2013.785442.
    Published • 10.1080/09593969.2013.785442
  15. Marques, A.; Ferreira, A. S.; Cardoso, M. G. M. S.. "Selection of variables in Discrete Discriminant Analysis". Biometrical Letters 50 1 (2013): https://www.degruyter.com/view/j/bile.2013.50.issue-1/bile-2013-0013/bile-2013-0013.xml.
    Published • 10.2478/bile-2013-0013
  16. Martins, M.C.; Cardoso, M. G. M. S.. "Cross-validation of segments of credit card holders". Journal of Retailing and Consumer Services 19 6 (2012): 629-636. http://www.scopus.com/inward/record.url?eid=2-s2.0-84866760014&partnerID=MN8TOARS.
    Published • 10.1016/j.jretconser.2012.08.004
  17. Martins, A. A. A. F.; Cardoso, M.; Pinto, I. M. S.. "Mapping atmospheric pollutant emissions in European countries". Intelligent Data Analysis 16 1 (2012): 153-164. http://content.iospress.com/articles/intelligent-data-analysis/ida00515.
    Published • 10.3233/IDA-2011-0515
  18. Martins, A. A. A. F.; Cardoso, M. G. M. S.. "A multidimensional unfolding picture is worth thousand electoral numbers". Portuguese Journal of Quantitative Methods 1 2 (2011): 53-62. http://www.silabo.pt/livros.asp?num=417.
    Published
  19. Susana, T.; Cardoso, M.; Dias, J. G.. "The heterogeneous best-worst choice method in market research". International Journal of Market Research 52 4 (2010): 533-546.
    Published • 10.2501/S1470785309201430
  20. Cardoso, M.; Carvalho, A. P.. "Quality indices for (practical) clustering evaluation". Intelligent Data Analysis 13 5 (2009): 725-740.
    Published • 10.3233/IDA-2009-0390
  21. Martins, A. A. A. F.; Pinto, I. M. S.; Cardoso, M. G. M. S.. "Multidimensional Unfolding and the use of alternative input scales". Journal of Targeting, Measurement and Analysis for Marketing 17 3 (2009): 195-204. http://www.scopus.com/inward/record.url?eid=2-s2.0-70349200740&partnerID=MN8TOARS.
    Published • 10.1057/jt.2009.10
  22. Martins, A.A.A.F.; Cardoso, M. G. M. S.; Pinto, I.. "Using Multidimensional Unfolding in Plant Breeding Programs". Biometrical Letters (2009):
    Published
  23. Martins, M. C.; Cardoso, M. G. M. S.. "Evaluation of clusters of credit cards holders". Revista de Ciências da Computação 3 3 (2008): 1-11. http://inqueritos.lead.uab.pt/OJS/index.php/RCC/.
    Published
  24. Fonseca, J.R.S.; Cardoso, M. G. M. S.. "Mixture-model cluster analysis using information theoretical criteria". Intelligent Data Analysis 11 2 (2007): 155-173. http://www.scopus.com/inward/record.url?eid=2-s2.0-41849101656&partnerID=MN8TOARS.
    Published
  25. Jesus, N. B.; Cardoso, M. G. M. S.. "Análise de agrupamento incremental - segmentação de pontos de retalho". Revista de Ciências da Computação 2 2 (2007): 26-38. http://inqueritos.lead.uab.pt/OJS/index.php/RCC/.
    Published
  26. Armando B. Mendes; Cardoso, M. G. M. S.. "Clustering supermarkets: the role of experts". Journal of Retailing and Consumer Services 13 4 (2006): 231-247. http://www.scopus.com/inward/record.url?eid=2-s2.0-33645946086&partnerID=MN8TOARS.
    Published • 10.1016/j.jretconser.2004.11.005
  27. Cardoso, M. G. M. S.; Chambel, L.. "A valuation model for cut diamonds". International Transactions of Operations Research 12 4 (2005): 417-436. https://onlinelibrary.wiley.com/doi/abs/10.1111/j.1475-3995.2005.00516.x.
    Published • 10.1111/j.1475-3995.2005.00516.x
  28. Silva, A. L.; Cardoso, M. G. M. S.. "Predicting supermarket sales: the use of regression trees". Journal of Targeting, Measurement and Analysis for Marketing 13 3 (2005): 239-249. https://link.springer.com/article/10.1057%2Fpalgrave.jt.5740150.
    Published • 10.1057/palgrave.jt.5740150
  29. Cardoso, M. G. M. S.; Moutinho, L.. "A logical type discriminant model for profiling a segment structure". Journal of Targeting, Measurement and Analysis for Marketing 12 1 (2003): 27-41. https://link.springer.com/article/10.1057%2Fpalgrave.jt.5740096.
    Published • 10.1057/palgrave.jt.5740096
  30. Cardoso, M. G. M. S.; Themido, I. H.; Moura Pires, F.. "Evaluating a clustering solution: an application in the tourism market". Intelligent Data Analysis 3 6 (1999): 491-510. https://content.iospress.com/articles/intelligent-data-analysis/ida3-6-06.
    Published • 10.3233/IDA-1999-3606

Other

Other output
  1. Prices in the electricity Iberian market– a clustering approach. XXVI Jornadas de Classificação e Análise de Dados – JOCLAD 2019. 2019. Martins, A. A. A. F.; Lagarto, J.; Cardoso, M. G. M. S.. http://www.joclad.ipt.pt/joclad2019/.
  2. Discriminant factors of website trust. XXVI Jornadas de Classificação e Análise de Dados – JOCLAD 2019. 2019. Ana A. Andrade; Cardoso, M. G. M. S.; Lopes, Vitor V.. http://www.joclad.ipt.pt/joclad2019/pt/joclad2019/inicio.
  3. Books and identity: the case of young-adult women bibliophiles. 26th Recent Advances in Retailing & Services Science Conference. 2019. Cardoso, M. C.; Cardoso, M. G. M. S..
  4. Combining various dissimilarity measures for clustering electricity market prices. O XXIV Congresso da Sociedade Portuguesa de Estatística. 2019. Cardoso, M. G. M. S.; Martins, A. A. A. F.; Lagarto, J..
  5. Electricity market price analysis using time series clustering. 16th International Conference on the European Energy Market (EEM). 2019. Martins, A. A. A. F.; Lagarto, J.; Cardoso, M. G. M. S.. https://www.eem19.eu.
  6. Selecção do número de segmentos em modelos de mistura sobre dados categoriais - um estudo comparativo. O XXIV Congresso da Sociedade Portuguesa de Estatística. 2019. Silvestre, C.; Cardoso, M. G. M. S.; Figueiredo, M.A.T.. https://spe2019.estg.ipp.pt/.
  7. On clustering validation: the internal perspective. Data Science, Statistics & Visualization - DSSV 2017. 2017. Cardoso, M. G. M. S.. http://iasc-isi.org/dssv2017/.
  8. O critério Minimum Message Lenght na estimação de modelos de mistura sobre dados mistos. XXIII Congresso da Sociedade Portuguesa de Estatística. 2017. Silvestre, C.; Cardoso, M. G. M. S.; Figueiredo, M.A.T..
  9. Building a map of Europe based on citizens values: an interval data approach. Data Science, Statistics & Visualization - DSSV 2017. 2017. Brito, MP; Cardoso, M. G. M. S.; Duarte Silva, P.. http://iasc-isi.org/dssv2017/.
  10. A clustering view on ESS measures of political interest: an EM-MML approach. New Techniques and Technologies for Statistics - NTTS 2017. 2017. Cardoso, M. G. M. S..
  11. Cybersecurity culture in Portuguese organizations: an exploratory analysis. CISTI'2017 - 12ª Conferência Ibérica de Sistemas e Tecnologias de Informação. 2017. Laureano, M.; Cardoso, M. G. M. S.; Serrão, C..
  12. Mapas dos valores europeus. XXIV Jornadas de Classificação e Análise de Dados – JOCLAD 2017. 2017. Cardoso, M. G. M. S.; Chambel, L..
  13. Paired indices for clustering evaluation: A typology. 9th International Conference of the ERCIM (European Research Consortium for Informatics and Mathematics) Working Group on Computational and Methodological Statistics (CMStatistics 2016). PROGRAMME AND ABSTRACTS. 2016. Amorim, M. J.; Cardoso, M. G. M. S.. http://cmstatistics.org/CMStatistics2016/BoA.php.
  14. Model Selection in Discrete Clustering: The EM-MML Algorithm. 9th International Conference of the ERCIM (European Research Consortium for Informatics and Mathematics) Working Group on Computational and Methodological Statistics (CMStatistics 2016)PROGRAMME AND ABSTRACTS. 2016. Silvestre, C.; Cardoso, M. G. M. S.; Figueiredo, M.A.T.. http://cmstatistics.org/CMStatistics2016/BoA.php.
  15. The Number of Clusters on Trust. Programa e Livro de Resumos. 2016. Silvestre, C.; Cardoso, M. G. M. S.; Figueiredo, M.A.T.. http://www.joclad2016.uevora.pt/.
  16. Distribuições de índices de concordância entre agrupamentos. XXII Jornadas de Classificação e Análise de Dados. 2015. Amorim, M. J.; Cardoso, M. G. M. S..
  17. Using Multidimensional Unfolding for picturing agreement between partitions. Journal of Official Statistics - JOS Conference (30th Anniversary). 2015. Martins, A. A. A. F.; Cardoso, M. G. M. S..
  18. Clustering Stability and Ground Truth: Numerical Experiments. 7th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management. 2015. Amorim, M. J.; Cardoso, M. G. M. S..
  19. Do loyalty cards enhance loyalty? A study in the Portuguese pharmaceutical sector. Portuguese Marketing Conference. 2015. Marques, S.; Ana Lindeza; Cardoso, M. G. M. S..
  20. Personalized Services - A Competitive Advantage in the Portuguese Retail Banking Market. 21st International Conference on Recent Advances in Retailing and Services Science (EIRASS 2014). 2014. Sêrro, C. d. N.,; Costa, S.; Cardoso, M. G. M. S..
  21. Performance of combined models on multi-class discrete classification problems. SMTDA 2014 - 3rd Stochastic Modeling Techniques and Data Analysis International Conference. 2014. Marques, A.; Ferreira, A. S.; Cardoso, M. G. M. S..
  22. Paired Indices for Clustering Evaluation - Correction for agreement by chance. International Conference on Enterprise Information Systems (ICEIS). 2014. Amorim, M. J.; Cardoso, M. G. M. S..
  23. The influence of classes entropy and overlap on Random Forests performance. SMTDA 2014 -3rd Stochastic Modeling Techniques and Data Analysis International Conference. 2014. Cardoso, M. G. M. S.; Amorim, M. J.. http://www.smtda.net/smtda2010proceedings.html.
  24. Online buying behavior in Technological and Office Products. Shopper Marketing and Pricing Conference. 2014. Pereira, H.; Cardoso, M. G. M. S.; Dionísio, J.. http://www.babson.edu/Academics/centers/retail-supply-chain-institute/conferences/Documents/2014-Shopper-Marketing-and-Pricing-Conference-Proceedings.pdf.
  25. The influence of olfactory marketing on client's loyalty. XXIV Jornadas Luso Espanholas de Gestão Cientifica. 2014. Marques, S.; Cardoso, M..
  26. Portuguese online consumer and buying behavior for home products. Recent Advances in Retailing & Services Science Conference. 2013. Dionísio, J.; Pereira, H.; Cardoso, M..
  27. Determining the Number of Clusters in Categorical Data. IFCS 2013 - International Federation of Classification Societies. 2013. Silvestre, C.; Cardoso, M. G. M. S.; Figueiredo, M.A.T..
  28. Clustering and Selecting Categorical Features. EPIA 2013 - XVI Portuguese Conference on Artificial Intelligence. 2013. Silvestre, C.; Cardoso, M. G. M. S.; Figueiredo, M.A.T..
  29. Lifestyle Products and Services Online. Recent Advances in Retailing & Services Science Conference. 2013. Pereira, H.; Dionísio, J.; Cardoso, M..
  30. Separability in Discrete Classification Problems. IDA 2013 - The Twelfth International Symposium on Intelligent Data Analysis. 2013. Marques, A.; Ferreira, A. S.; Cardoso, M. G. M. S..
  31. Performance of Classification on Combining Models in Discrete Discriminant Analysis. 7th Workshop on Statistics Mathematics and Computation. 2013. Marques, A.; Ferreira, A. S.; Cardoso, M. G. M. S..
  32. Enhancing The Selection Of A Number of Clusters in Model-Based Clustering with External Qualitative Variables. IFCS 2013 - International Federation of Classification Societies. 2013. Baudry, J.; Cardoso, M. G. M. S.; Celeux, G.; Amorim, M. J.; Ferreira, A. S:.
  33. The Impact of Environmental Factors in Satisfaction. 19th EIRASS. 2012. Marques, S.; Cardoso, M.; Palma, A..
  34. Desempenho de uma abordagem de Combinação de Modelos em Análise Discriminante Discreta. XX Congresso Anual da SPE. 2012. Marques, A.; Cardoso, M.; Ferreira, A. S..
  35. Environmental factors and satisfaction in a specialty store. 41th EMAC. 2012. Marques, S.; Cardoso, M.; Palma, A..
  36. Avaliação do Desempenho em Análise Discriminante Discreta.. XIX Jornadas de Classificação e Análise de Dados (JOCLAD 2012),. 2012. Cardoso, M.; Ferreira, A. S..
  37. The influence of communication on the increased consumption of male grooming products. 19th International Conference on Recent Advances in Retailing and Consumer Services Science. 2012. Alves, R.; Pereira, H.; Cardoso, M.. http://w3.bwk.tue.nl/nl/onderzoek/urban_planning/eirass/vienna_2012/.
  38. Environmental factors and satisfaction in a specialty store. 41th EMAC Conference, Lisboa, Portugal. 2012. Marques, S.; Cardoso, M.; Palma, A..
  39. Video for travel: Determinants of Video Content Usage Relations. International Conference on Social and Technological Development (STED 2012). 2012. Pereira, H.; Trigo, V.; Dionísio, J.; Cardoso, M.; Miranda, N.; Raminhos, R.; Silveira, A.; Seabra, P.. http://conference.univerzitetpim.com/proceedings/.
  40. Índices de concordância pareada na avaliação de estabilidade de agrupamentos. XIX Jornadas de Classificação e Análise de Dados (JOCLAD 2012). 2012. Amorim, M. J.; Cardoso, M..
  41. The effects of market orientation and cooperation on performance. 18th Annual Conference of EIRASS- The European Institute of Retailing and Services Studies. 2011. Carlos Azevedo ; Lages, C.; Cardoso, M..
  42. Picturing agreement between partitions using Multidimensional Unfolding. 12. 14th Conference of the ASMDA - Applied Stochastic Models and Data Analysis. 2011. Martins, A.A.; Cardoso, M..
  43. Features selection in Discrete Discriminant Analysis. 14th Conference of the ASMDA - Applied Stochastic Models and Data Analysis. 2011. Marques, Anabela; Ferreira, A. S.; Cardoso, M..
  44. Combining Models in Supervised Classification: New developments. XVIII Jornadas de Classificação e Análise de Dados. 2011. Ferreira, A. S.; Marques, A.; Cardoso, M..
  45. Clustering evaluation: the role of Discriminant Analysis. XVIII Jornadas de Classificação e Análise de Dados. 2011. Cardoso, M..
  46. Índices de informação mútua na avaliação de estabilidade de agrupamentos. XIX Congresso Anual da SPE. 2011. Amorim, M. J.; Cardoso, M..
  47. Simultaneously selecting categorical features and the number of clusters. International Classification Conference. 2011. Silvestre, C. ; Cardoso, M.; Figueiredo, M..
  48. Indices of agreement between partitions: a comparative approach. Intelligent Data Analysis Conference. 2011. Amorim, M. J.; Cardoso, M..
  49. Measuring the agreement between partitions: the use of thresholds values. International Classification Conference. 2011. Amorim, M. J.; Cardoso, M..
  50. Evaluation of clustering results: The trade-off bias-variability. Studies in Classification, Data Analysis, and Knowledge Organization. 2010. Cardoso, M. G. M. S.; Faceli, K.; De Carvalho, A.C.P.L.F.. http://www.scopus.com/inward/record.url?eid=2-s2.0-84879562815&partnerID=MN8TOARS.
    10.1007/978-3-642-10745-0-21
  51. Evaluation of clustering results: the trade-off bias-variability.. 25. IFCS 2009 ? 11th Conference of the International Federation of Classification Societies. 2009. Cardoso, M.; Carvalho, A. P..
  52. Evaluation of Segments of Credit Cards Holders. 24. EURO 2009 - 23rd European Conference on Operational Research. 2009. Martins, C.; Cardoso, M..
  53. Satisfação laboral percebida: agrupamento adequado?. XVII Congresso Anual da Sociedade Portuguesa de Estatística. 2009. Serra, P; Cardoso, M.; Salgueiro, M.F..
  54. Categorical features selection for model based clustering. 23. KDIR-IC3K-International Joint Conference on Knowledge Discovery, Knowledge Engeneering and Knowledge Management. 2009. Silvestre, C.; Cardoso, M.; M. A. T. Figueiredo.
  55. Mapping Stores And Products for Assortment Decisions. Proceedings of the 10th International Symposium on Logistics. 2005. Cardoso, M. G. M. S.; Martins, A.A.A.F..